Douglas Bagnall

Author Identification using Multi-headed Recurrent Neural Networks

2015 · arXiv (Cornell University)

Recurrent neural networks (RNNs) are very good at modelling the flow of text, but typically need to be trained on a far larger corpus than is available for the PAN 2015 Author Identification task. This …